LabeNLP
NLP Annotator:
- NER Annotation --> 90%
- Q&A Annotation --> 60%
to be completed !
NER Annotation
JSON output example for NER
{
"classes": [
"ORG",
"MONEY",
"NORP",
"DATE"
],
"annotations": [
"European authorities fined Google a record $ 5.1 billion on Wednesday for abusing its power in the mobile phone market and ordered the company to alter its practices.",
{
"entities": [
[
0,
20,
"NORP"
],
[
27,
33,
"ORG"
],
[
43,
56,
"MONEY"
],
[
60,
69,
"DATE"
]
]
}
]
}Q&A Annotation
JSON Output example for Q&A
{
"context": "Beyoncé Giselle Knowles-Carter (/biːˈjɒnseɪ/ bee-YON-say) (born September 4, 1981) is an American singer, songwriter, record producer and actress. Born and raised in Houston, Texas, she performed in various singing and dancing competitions as a child, and rose to fame in the late 1990s as lead singer of R&B girl-group Destiny's Child. Managed by her father, Mathew Knowles, the group became one of the world's best-selling girl groups of all time. Their hiatus saw the release of Beyoncé's debut album, Dangerously in Love (2003), which established her as a solo artist worldwide, earned five Grammy Awards and featured the Billboard Hot 100 number-one singles \"Crazy in Love\" and \"Baby Boy\".",
"qas": [
{
"id": 0,
"question": "When did Beyonce start becoming popular?",
"answer": "in the late 1990s",
"answerStartIndex": 269,
"answerEndIndex": 286
},
{
"id": 1,
"question": "What areas did Beyonce compete in when she was growing up?",
"answer": "singing and dancing",
"answerStartIndex": 207,
"answerEndIndex": 226
},
{
"id": 2,
"question": "When did Beyonce leave Destiny's Child and become a solo singer?",
"answer": "2003",
"answerStartIndex": 526,
"answerEndIndex": 530
}
]
}TODO
- why not, add a database, so we could save the annotations and come back to it later to finish it.